Instantly access millions of categorized job postings by company, role, skills, certifications, and more directly inside your Snowflake environment. Enrich your existing data with labor market signals using familiar SQL syntax, updated daily.
Native Snowflake Integration
Query job postings data directly in Snowflake. Combine with CRM, HR, or BI datasets using standard SQL syntax. No pipelines or transformations required.
Rich Metadata Structure
Each posting is enriched with attributes like skills, certifications, compensation, and location, enabling precise workforce analyses and benchmarking.
Scalable and Secure Access
Data access scales with your needs, from one-off reports to automated intelligence pipelines, all powered by Snowflake’s governance and security.
Trusted Sources. Proven Structure.
Chmura's job postings data in Snowflake aggregates millions of postings from verified sources and applies proprietary parsing and classification methods. Titles, skills, and locations are normalized for consistency, while historical tracking ensures you can compare trends over time with confidence.
Using proprietary models, we improve accuracy and deliver decision-ready insights. All data is reviewed and validated by our team of economists and data scientists.
Extend Your Data with SaaS and Expert Support
Alongside direct data delivery, Chmura offers an array of software solutions for teams that need fast, self-service labor market insights. When your organization needs deeper analysis or strategic guidance, our consulting team is here to help.
JobsEQ Platform
Pair data access with self-service demographic, compensation, and labor market intelligence.
Advisory Services
Get tailored insights from Chmura’s PhD economists and consultants to turn complex economic questions into clear, actionable answers.
Insights Beyond Basic Postings
Chmura's job postings data features extensive categorization of each job along with structured metadata that strengthen your workforce analytics.
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Connection to Traditional Labor Market DataJoin job postings data with your other labor market sources such as BLS or Census datasets. This integration provides deeper context for analysis and helps align real-time postings with long-standing labor benchmarks. -
Daily Market SignalsBenefit from daily updates that capture the latest hiring activity and emerging workforce patterns, ensuring your analyses reflect the most current labor market conditions.
“The Chmura team made the job postings API setup easy. Within a few weeks, people in Tampa Bay were able to search for jobs straight from our website.”
Robin DiSalvo
Market Research Analyst
Tampa Bay
“What sets JobsEQ apart from similar programs is its quality of data. The granularity and precision of demographic and wage is unparalleled.”
G2 Verified Reviewer
G2
